HyperAI超神経

ホームニュース最新論文チュートリアルデータセット百科事典 SOTA LLMモデル GPU ランキング学会

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日本語

HyperAI超神経

Supervised Anomaly Detection On Mvtec Ad

評価指標

Detection AUROC

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	Detection AUROC	Paper Title	Repository
DRA	95.9	Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection
CPR	99.7	Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval
BGAD	99.3	Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection
DevNet	94.5	Explainable Deep Few-shot Anomaly Detection with Deviation Networks
WeakREST-Block	99.8	Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers	-
ADClick	99.6	Towards Efficient Pixel Labeling for Industrial Anomaly Detection and Localization	-
PRN	99.4	Prototypical Residual Networks for Anomaly Detection and Localization	-
FLOS	93.9	Explainable Deep Few-shot Anomaly Detection with Deviation Networks

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